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An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

Jupyter Notebook 4,293 2,429 Updated Oct 27, 2022

๐ŸŽˆ Simple reactive notebooks for Julia

Julia 5,079 293 Updated Mar 6, 2025

Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia

Julia 2,657 485 Updated Oct 31, 2024

A very small web server in Python inspired by Django

Python 8 4 Updated Feb 24, 2025

Django For Everybody Sample Code

Python 575 597 Updated Feb 15, 2025

Jupyter notebooks associated with the Algorithms for Optimization textbook

Jupyter Notebook 446 119 Updated Apr 10, 2022

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Python 25,150 4,536 Updated Aug 18, 2024

RISC-V simulator for CS2323

C 1 Updated Nov 12, 2024

The Julia Programming Language

Julia 46,528 5,552 Updated Mar 7, 2025

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

Jupyter Notebook 2,270 512 Updated Jul 25, 2022

Python implementations (on jupyter notebook) of algorithms described in the book "PRML"

Jupyter Notebook 251 59 Updated Jun 2, 2021

A curated list of all Henry AI Labs videos on Deep Learning and AI organized by category!

97 3 Updated Jan 10, 2023
Python 2 1 Updated Nov 3, 2022

Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras

Jupyter Notebook 22 7 Updated Apr 9, 2022

Neural Networks: Zero to Hero

Jupyter Notebook 13,359 1,849 Updated Aug 18, 2024

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

Python 2,800 1,276 Updated Nov 27, 2023

All the handwritten notes ๐Ÿ“ and source code files ๐Ÿ–ฅ๏ธ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

Jupyter Notebook 949 193 Updated Jan 6, 2025

PRML algorithms implemented in Python

Jupyter Notebook 11,549 3,254 Updated Sep 27, 2024

Code samples for my book "Neural Networks and Deep Learning"

Python 16,460 6,724 Updated Jun 2, 2024
Jupyter Notebook 10,437 17,522 Updated Aug 1, 2024